from enum import Enum


class OpType(Enum):

    def __eq__(self, other):
        return self.value == other

    Abort = 'Abort'
    Abs = 'Abs'
    AccumulateNV2 = 'AccumulateNV2'
    AccumulatorApplyGradient = 'AccumulatorApplyGradient'
    AccumulatorNumAccumulated = 'AccumulatorNumAccumulated'
    AccumulatorSetGlobalStep = 'AccumulatorSetGlobalStep'
    AccumulatorTakeGradient = 'AccumulatorTakeGradient'
    Acos = 'Acos'
    Acosh = 'Acosh'
    Add = 'Add'
    AddManySparseToTensorsMap = 'AddManySparseToTensorsMap'
    AddN = 'AddN'
    AddSparseToTensorsMap = 'AddSparseToTensorsMap'
    AddV2 = 'AddV2'
    AdjustContrast = 'AdjustContrast'
    AdjustContrastv2 = 'AdjustContrastv2'
    AdjustHue = 'AdjustHue'
    AdjustSaturation = 'AdjustSaturation'
    All = 'All'
    AllCandidateSampler = 'AllCandidateSampler'
    AllToAll = 'AllToAll'
    Angle = 'Angle'
    AnonymousHashTable = 'AnonymousHashTable'
    AnonymousIterator = 'AnonymousIterator'
    AnonymousIteratorV2 = 'AnonymousIteratorV2'
    AnonymousIteratorV3 = 'AnonymousIteratorV3'
    AnonymousMemoryCache = 'AnonymousMemoryCache'
    AnonymousMultiDeviceIterator = 'AnonymousMultiDeviceIterator'
    AnonymousMultiDeviceIteratorV3 = 'AnonymousMultiDeviceIteratorV3'
    AnonymousMutableDenseHashTable = 'AnonymousMutableDenseHashTable'
    AnonymousMutableHashTable = 'AnonymousMutableHashTable'
    AnonymousMutableHashTableOfTensors = 'AnonymousMutableHashTableOfTensors'
    AnonymousRandomSeedGenerator = 'AnonymousRandomSeedGenerator'
    AnonymousSeedGenerator = 'AnonymousSeedGenerator'
    Any = 'Any'
    ApplyAdaMax = 'ApplyAdaMax'
    ApplyAdadelta = 'ApplyAdadelta'
    ApplyAdagrad = 'ApplyAdagrad'
    ApplyAdagradDA = 'ApplyAdagradDA'
    ApplyAdagradV2 = 'ApplyAdagradV2'
    ApplyAdam = 'ApplyAdam'
    ApplyAddSign = 'ApplyAddSign'
    ApplyCenteredRMSProp = 'ApplyCenteredRMSProp'
    ApplyFtrl = 'ApplyFtrl'
    ApplyFtrlV2 = 'ApplyFtrlV2'
    ApplyGradientDescent = 'ApplyGradientDescent'
    ApplyMomentum = 'ApplyMomentum'
    ApplyPowerSign = 'ApplyPowerSign'
    ApplyProximalAdagrad = 'ApplyProximalAdagrad'
    ApplyProximalGradientDescent = 'ApplyProximalGradientDescent'
    ApplyRMSProp = 'ApplyRMSProp'
    ApproxTopK = 'ApproxTopK'
    ApproximateEqual = 'ApproximateEqual'
    ArgMax = 'ArgMax'
    ArgMin = 'ArgMin'
    AsString = 'AsString'
    Asin = 'Asin'
    Asinh = 'Asinh'
    Assert = 'Assert'
    AssertCardinalityDataset = 'AssertCardinalityDataset'
    AssertNextDataset = 'AssertNextDataset'
    AssertPrevDataset = 'AssertPrevDataset'
    Assign = 'Assign'
    AssignAdd = 'AssignAdd'
    AssignAddVariableOp = 'AssignAddVariableOp'
    AssignSub = 'AssignSub'
    AssignSubVariableOp = 'AssignSubVariableOp'
    AssignVariableOp = 'AssignVariableOp'
    AssignVariableXlaConcatND = 'AssignVariableXlaConcatND'
    Atan = 'Atan'
    Atan2 = 'Atan2'
    Atanh = 'Atanh'
    AudioSpectrogram = 'AudioSpectrogram'
    AudioSummary = 'AudioSummary'
    AudioSummaryV2 = 'AudioSummaryV2'
    AutoShardDataset = 'AutoShardDataset'
    AvgPool = 'AvgPool'
    AvgPool3D = 'AvgPool3D'
    AvgPool3DGrad = 'AvgPool3DGrad'
    AvgPoolGrad = 'AvgPoolGrad'
    BandedTriangularSolve = 'BandedTriangularSolve'
    Barrier = 'Barrier'
    BarrierClose = 'BarrierClose'
    BarrierIncompleteSize = 'BarrierIncompleteSize'
    BarrierInsertMany = 'BarrierInsertMany'
    BarrierReadySize = 'BarrierReadySize'
    BarrierTakeMany = 'BarrierTakeMany'
    Batch = 'Batch'
    BatchCholesky = 'BatchCholesky'
    BatchCholeskyGrad = 'BatchCholeskyGrad'
    BatchDataset = 'BatchDataset'
    BatchDatasetV2 = 'BatchDatasetV2'
    BatchFFT = 'BatchFFT'
    BatchFFT2D = 'BatchFFT2D'
    BatchFFT3D = 'BatchFFT3D'
    BatchFunction = 'BatchFunction'
    BatchIFFT = 'BatchIFFT'
    BatchIFFT2D = 'BatchIFFT2D'
    BatchIFFT3D = 'BatchIFFT3D'
    BatchMatMul = 'BatchMatMul'
    BatchMatMulV2 = 'BatchMatMulV2'
    BatchMatMulV3 = 'BatchMatMulV3'
    BatchMatrixBandPart = 'BatchMatrixBandPart'
    BatchMatrixDeterminant = 'BatchMatrixDeterminant'
    BatchMatrixDiag = 'BatchMatrixDiag'
    BatchMatrixDiagPart = 'BatchMatrixDiagPart'
    BatchMatrixInverse = 'BatchMatrixInverse'
    BatchMatrixSetDiag = 'BatchMatrixSetDiag'
    BatchMatrixSolve = 'BatchMatrixSolve'
    BatchMatrixSolveLs = 'BatchMatrixSolveLs'
    BatchMatrixTriangularSolve = 'BatchMatrixTriangularSolve'
    BatchNormWithGlobalNormalization = 'BatchNormWithGlobalNormalization'
    BatchNormWithGlobalNormalizationGrad = 'BatchNormWithGlobalNormalizationGrad'
    BatchSelfAdjointEig = 'BatchSelfAdjointEig'
    BatchSelfAdjointEigV2 = 'BatchSelfAdjointEigV2'
    BatchSvd = 'BatchSvd'
    BatchToSpace = 'BatchToSpace'
    BatchToSpaceND = 'BatchToSpaceND'
    BesselI0 = 'BesselI0'
    BesselI0e = 'BesselI0e'
    BesselI1 = 'BesselI1'
    BesselI1e = 'BesselI1e'
    BesselJ0 = 'BesselJ0'
    BesselJ1 = 'BesselJ1'
    BesselK0 = 'BesselK0'
    BesselK0e = 'BesselK0e'
    BesselK1 = 'BesselK1'
    BesselK1e = 'BesselK1e'
    BesselY0 = 'BesselY0'
    BesselY1 = 'BesselY1'
    Betainc = 'Betainc'
    BiasAdd = 'BiasAdd'
    BiasAddGrad = 'BiasAddGrad'
    BiasAddV1 = 'BiasAddV1'
    Bincount = 'Bincount'
    Bitcast = 'Bitcast'
    BitwiseAnd = 'BitwiseAnd'
    BitwiseOr = 'BitwiseOr'
    BitwiseXor = 'BitwiseXor'
    BlockLSTM = 'BlockLSTM'
    BlockLSTMGrad = 'BlockLSTMGrad'
    BlockLSTMGradV2 = 'BlockLSTMGradV2'
    BlockLSTMV2 = 'BlockLSTMV2'
    BoostedTreesAggregateStats = 'BoostedTreesAggregateStats'
    BoostedTreesBucketize = 'BoostedTreesBucketize'
    BoostedTreesCalculateBestFeatureSplit = 'BoostedTreesCalculateBestFeatureSplit'
    BoostedTreesCalculateBestFeatureSplitV2 = 'BoostedTreesCalculateBestFeatureSplitV2'
    BoostedTreesCalculateBestGainsPerFeature = 'BoostedTreesCalculateBestGainsPerFeature'
    BoostedTreesCenterBias = 'BoostedTreesCenterBias'
    BoostedTreesCreateEnsemble = 'BoostedTreesCreateEnsemble'
    BoostedTreesCreateQuantileStreamResource = 'BoostedTreesCreateQuantileStreamResource'
    BoostedTreesDeserializeEnsemble = 'BoostedTreesDeserializeEnsemble'
    BoostedTreesEnsembleResourceHandleOp = 'BoostedTreesEnsembleResourceHandleOp'
    BoostedTreesExampleDebugOutputs = 'BoostedTreesExampleDebugOutputs'
    BoostedTreesFlushQuantileSummaries = 'BoostedTreesFlushQuantileSummaries'
    BoostedTreesGetEnsembleStates = 'BoostedTreesGetEnsembleStates'
    BoostedTreesMakeQuantileSummaries = 'BoostedTreesMakeQuantileSummaries'
    BoostedTreesMakeStatsSummary = 'BoostedTreesMakeStatsSummary'
    BoostedTreesPredict = 'BoostedTreesPredict'
    BoostedTreesQuantileStreamResourceAddSummaries = 'BoostedTreesQuantileStreamResourceAddSummaries'
    BoostedTreesQuantileStreamResourceDeserialize = 'BoostedTreesQuantileStreamResourceDeserialize'
    BoostedTreesQuantileStreamResourceFlush = 'BoostedTreesQuantileStreamResourceFlush'
    BoostedTreesQuantileStreamResourceGetBucketBoundaries = 'BoostedTreesQuantileStreamResourceGetBucketBoundaries'
    BoostedTreesQuantileStreamResourceHandleOp = 'BoostedTreesQuantileStreamResourceHandleOp'
    BoostedTreesSerializeEnsemble = 'BoostedTreesSerializeEnsemble'
    BoostedTreesSparseAggregateStats = 'BoostedTreesSparseAggregateStats'
    BoostedTreesSparseCalculateBestFeatureSplit = 'BoostedTreesSparseCalculateBestFeatureSplit'
    BoostedTreesTrainingPredict = 'BoostedTreesTrainingPredict'
    BoostedTreesUpdateEnsemble = 'BoostedTreesUpdateEnsemble'
    BoostedTreesUpdateEnsembleV2 = 'BoostedTreesUpdateEnsembleV2'
    BroadcastArgs = 'BroadcastArgs'
    BroadcastGradientArgs = 'BroadcastGradientArgs'
    BroadcastTo = 'BroadcastTo'
    Bucketize = 'Bucketize'
    BytesProducedStatsDataset = 'BytesProducedStatsDataset'
    CSRSparseMatrixComponents = 'CSRSparseMatrixComponents'
    CSRSparseMatrixToDense = 'CSRSparseMatrixToDense'
    CSRSparseMatrixToSparseTensor = 'CSRSparseMatrixToSparseTensor'
    CSVDataset = 'CSVDataset'
    CSVDatasetV2 = 'CSVDatasetV2'
    CTCBeamSearchDecoder = 'CTCBeamSearchDecoder'
    CTCGreedyDecoder = 'CTCGreedyDecoder'
    CTCLoss = 'CTCLoss'
    CTCLossV2 = 'CTCLossV2'
    CacheDataset = 'CacheDataset'
    CacheDatasetV2 = 'CacheDatasetV2'
    Case = 'Case'
    Cast = 'Cast'
    Ceil = 'Ceil'
    CheckNumerics = 'CheckNumerics'
    CheckNumericsV2 = 'CheckNumericsV2'
    Cholesky = 'Cholesky'
    CholeskyGrad = 'CholeskyGrad'
    ChooseFastestBranchDataset = 'ChooseFastestBranchDataset'
    ChooseFastestDataset = 'ChooseFastestDataset'
    ClipByValue = 'ClipByValue'
    CloseSummaryWriter = 'CloseSummaryWriter'
    CollateTPUEmbeddingMemory = 'CollateTPUEmbeddingMemory'
    CollectiveAllToAllV2 = 'CollectiveAllToAllV2'
    CollectiveAllToAllV3 = 'CollectiveAllToAllV3'
    CollectiveAssignGroupV2 = 'CollectiveAssignGroupV2'
    CollectiveBcastRecv = 'CollectiveBcastRecv'
    CollectiveBcastRecvV2 = 'CollectiveBcastRecvV2'
    CollectiveBcastSend = 'CollectiveBcastSend'
    CollectiveBcastSendV2 = 'CollectiveBcastSendV2'
    CollectiveGather = 'CollectiveGather'
    CollectiveGatherV2 = 'CollectiveGatherV2'
    CollectiveInitializeCommunicator = 'CollectiveInitializeCommunicator'
    CollectivePermute = 'CollectivePermute'
    CollectiveReduce = 'CollectiveReduce'
    CollectiveReduceScatterV2 = 'CollectiveReduceScatterV2'
    CollectiveReduceV2 = 'CollectiveReduceV2'
    CollectiveReduceV3 = 'CollectiveReduceV3'
    CombinedNonMaxSuppression = 'CombinedNonMaxSuppression'
    Complex = 'Complex'
    ComplexAbs = 'ComplexAbs'
    CompositeTensorVariantFromComponents = 'CompositeTensorVariantFromComponents'
    CompositeTensorVariantToComponents = 'CompositeTensorVariantToComponents'
    CompressElement = 'CompressElement'
    ComputeAccidentalHits = 'ComputeAccidentalHits'
    ComputeBatchSize = 'ComputeBatchSize'
    ComputeDedupDataTupleMask = 'ComputeDedupDataTupleMask'
    Concat = 'Concat'
    ConcatOffset = 'ConcatOffset'
    ConcatV2 = 'ConcatV2'
    ConcatenateDataset = 'ConcatenateDataset'
    ConditionalAccumulator = 'ConditionalAccumulator'
    ConfigureAndInitializeGlobalTPU = 'ConfigureAndInitializeGlobalTPU'
    ConfigureDistributedTPU = 'ConfigureDistributedTPU'
    ConfigureTPUEmbedding = 'ConfigureTPUEmbedding'
    ConfigureTPUEmbeddingHost = 'ConfigureTPUEmbeddingHost'
    ConfigureTPUEmbeddingMemory = 'ConfigureTPUEmbeddingMemory'
    Conj = 'Conj'
    ConjugateTranspose = 'ConjugateTranspose'
    ConnectTPUEmbeddingHosts = 'ConnectTPUEmbeddingHosts'
    Const = 'Const'
    ConsumeMutexLock = 'ConsumeMutexLock'
    ControlTrigger = 'ControlTrigger'
    Conv = 'Conv'
    Conv2D = 'Conv2D'
    Conv2DBackpropFilter = 'Conv2DBackpropFilter'
    Conv2DBackpropFilterV2 = 'Conv2DBackpropFilterV2'
    Conv2DBackpropInput = 'Conv2DBackpropInput'
    Conv2DBackpropInputV2 = 'Conv2DBackpropInputV2'
    Conv3D = 'Conv3D'
    Conv3DBackpropFilter = 'Conv3DBackpropFilter'
    Conv3DBackpropFilterV2 = 'Conv3DBackpropFilterV2'
    Conv3DBackpropInput = 'Conv3DBackpropInput'
    Conv3DBackpropInputV2 = 'Conv3DBackpropInputV2'
    Copy = 'Copy'
    CopyHost = 'CopyHost'
    CopyToMesh = 'CopyToMesh'
    CopyToMeshGrad = 'CopyToMeshGrad'
    Cos = 'Cos'
    Cosh = 'Cosh'
    CountUpTo = 'CountUpTo'
    CreateSummaryDbWriter = 'CreateSummaryDbWriter'
    CreateSummaryFileWriter = 'CreateSummaryFileWriter'
    CropAndResize = 'CropAndResize'
    CropAndResizeGradBoxes = 'CropAndResizeGradBoxes'
    CropAndResizeGradImage = 'CropAndResizeGradImage'
    Cross = 'Cross'
    CrossReplicaSum = 'CrossReplicaSum'
    CudnnRNN = 'CudnnRNN'
    CudnnRNNBackprop = 'CudnnRNNBackprop'
    CudnnRNNBackpropV2 = 'CudnnRNNBackpropV2'
    CudnnRNNBackpropV3 = 'CudnnRNNBackpropV3'
    CudnnRNNCanonicalToParams = 'CudnnRNNCanonicalToParams'
    CudnnRNNCanonicalToParamsV2 = 'CudnnRNNCanonicalToParamsV2'
    CudnnRNNParamsSize = 'CudnnRNNParamsSize'
    CudnnRNNParamsToCanonical = 'CudnnRNNParamsToCanonical'
    CudnnRNNParamsToCanonicalV2 = 'CudnnRNNParamsToCanonicalV2'
    CudnnRNNV2 = 'CudnnRNNV2'
    CudnnRNNV3 = 'CudnnRNNV3'
    Cumprod = 'Cumprod'
    Cumsum = 'Cumsum'
    CumulativeLogsumexp = 'CumulativeLogsumexp'
    DTensorRestoreV2 = 'DTensorRestoreV2'
    DTensorSetGlobalTPUArray = 'DTensorSetGlobalTPUArray'
    DataFormatDimMap = 'DataFormatDimMap'
    DataFormatVecPermute = 'DataFormatVecPermute'
    DataServiceDataset = 'DataServiceDataset'
    DataServiceDatasetV2 = 'DataServiceDatasetV2'
    DataServiceDatasetV3 = 'DataServiceDatasetV3'
    DataServiceDatasetV4 = 'DataServiceDatasetV4'
    DatasetCardinality = 'DatasetCardinality'
    DatasetFromGraph = 'DatasetFromGraph'
    DatasetToGraph = 'DatasetToGraph'
    DatasetToGraphV2 = 'DatasetToGraphV2'
    DatasetToSingleElement = 'DatasetToSingleElement'
    DatasetToTFRecord = 'DatasetToTFRecord'
    Dawsn = 'Dawsn'
    DebugGradientIdentity = 'DebugGradientIdentity'
    DebugGradientRefIdentity = 'DebugGradientRefIdentity'
    DebugIdentity = 'DebugIdentity'
    DebugIdentityV2 = 'DebugIdentityV2'
    DebugIdentityV3 = 'DebugIdentityV3'
    DebugNanCount = 'DebugNanCount'
    DebugNumericSummary = 'DebugNumericSummary'
    DebugNumericSummaryV2 = 'DebugNumericSummaryV2'
    DecodeAndCropJpeg = 'DecodeAndCropJpeg'
    DecodeBase64 = 'DecodeBase64'
    DecodeBmp = 'DecodeBmp'
    DecodeCSV = 'DecodeCSV'
    DecodeCompressed = 'DecodeCompressed'
    DecodeGif = 'DecodeGif'
    DecodeImage = 'DecodeImage'
    DecodeJSONExample = 'DecodeJSONExample'
    DecodeJpeg = 'DecodeJpeg'
    DecodePaddedRaw = 'DecodePaddedRaw'
    DecodePng = 'DecodePng'
    DecodeProtoV2 = 'DecodeProtoV2'
    DecodeRaw = 'DecodeRaw'
    DecodeWav = 'DecodeWav'
    DeepCopy = 'DeepCopy'
    DeleteIterator = 'DeleteIterator'
    DeleteMemoryCache = 'DeleteMemoryCache'
    DeleteMultiDeviceIterator = 'DeleteMultiDeviceIterator'
    DeleteRandomSeedGenerator = 'DeleteRandomSeedGenerator'
    DeleteSeedGenerator = 'DeleteSeedGenerator'
    DeleteSessionTensor = 'DeleteSessionTensor'
    DenseBincount = 'DenseBincount'
    DenseCountSparseOutput = 'DenseCountSparseOutput'
    DenseToCSRSparseMatrix = 'DenseToCSRSparseMatrix'
    DenseToDenseSetOperation = 'DenseToDenseSetOperation'
    DenseToSparseBatchDataset = 'DenseToSparseBatchDataset'
    DenseToSparseSetOperation = 'DenseToSparseSetOperation'
    DepthToSpace = 'DepthToSpace'
    DepthwiseConv2dNative = 'DepthwiseConv2dNative'
    DepthwiseConv2dNativeBackpropFilter = 'DepthwiseConv2dNativeBackpropFilter'
    DepthwiseConv2dNativeBackpropInput = 'DepthwiseConv2dNativeBackpropInput'
    Dequantize = 'Dequantize'
    DeserializeIterator = 'DeserializeIterator'
    DeserializeManySparse = 'DeserializeManySparse'
    DeserializeSparse = 'DeserializeSparse'
    DestroyResourceOp = 'DestroyResourceOp'
    DestroyTemporaryVariable = 'DestroyTemporaryVariable'
    DeviceIndex = 'DeviceIndex'
    Diag = 'Diag'
    DiagPart = 'DiagPart'
    Digamma = 'Digamma'
    Dilation2D = 'Dilation2D'
    Dilation2DBackpropFilter = 'Dilation2DBackpropFilter'
    Dilation2DBackpropInput = 'Dilation2DBackpropInput'
    DirectedInterleaveDataset = 'DirectedInterleaveDataset'
    DisableCopyOnRead = 'DisableCopyOnRead'
    DistributedSave = 'DistributedSave'
    Div = 'Div'
    DivNoNan = 'DivNoNan'
    DrawBoundingBoxes = 'DrawBoundingBoxes'
    DrawBoundingBoxesV2 = 'DrawBoundingBoxesV2'
    DummyIterationCounter = 'DummyIterationCounter'
    DummyMemoryCache = 'DummyMemoryCache'
    DummySeedGenerator = 'DummySeedGenerator'
    DynamicEnqueueTPUEmbeddingArbitraryTensorBatch = 'DynamicEnqueueTPUEmbeddingArbitraryTensorBatch'
    DynamicEnqueueTPUEmbeddingRaggedTensorBatch = 'DynamicEnqueueTPUEmbeddingRaggedTensorBatch'
    DynamicPartition = 'DynamicPartition'
    DynamicStitch = 'DynamicStitch'
    EagerPyFunc = 'EagerPyFunc'
    EditDistance = 'EditDistance'
    Eig = 'Eig'
    Einsum = 'Einsum'
    Elu = 'Elu'
    EluGrad = 'EluGrad'
    Empty = 'Empty'
    EmptyTensorList = 'EmptyTensorList'
    EmptyTensorMap = 'EmptyTensorMap'
    EncodeBase64 = 'EncodeBase64'
    EncodeJpeg = 'EncodeJpeg'
    EncodeJpegVariableQuality = 'EncodeJpegVariableQuality'
    EncodePng = 'EncodePng'
    EncodeProto = 'EncodeProto'
    EncodeWav = 'EncodeWav'
    EnqueueTPUEmbeddingArbitraryTensorBatch = 'EnqueueTPUEmbeddingArbitraryTensorBatch'
    EnqueueTPUEmbeddingBatch = 'EnqueueTPUEmbeddingBatch'
    EnqueueTPUEmbeddingIntegerBatch = 'EnqueueTPUEmbeddingIntegerBatch'
    EnqueueTPUEmbeddingRaggedTensorBatch = 'EnqueueTPUEmbeddingRaggedTensorBatch'
    EnqueueTPUEmbeddingSparseBatch = 'EnqueueTPUEmbeddingSparseBatch'
    EnqueueTPUEmbeddingSparseTensorBatch = 'EnqueueTPUEmbeddingSparseTensorBatch'
    EnsureShape = 'EnsureShape'
    Enter = 'Enter'
    Equal = 'Equal'
    Erf = 'Erf'
    Erfc = 'Erfc'
    Erfinv = 'Erfinv'
    EuclideanNorm = 'EuclideanNorm'
    ExecuteTPUEmbeddingPartitioner = 'ExecuteTPUEmbeddingPartitioner'
    Exit = 'Exit'
    Exp = 'Exp'
    ExpandDims = 'ExpandDims'
    ExperimentalAssertNextDataset = 'ExperimentalAssertNextDataset'
    ExperimentalAutoShardDataset = 'ExperimentalAutoShardDataset'
    ExperimentalBytesProducedStatsDataset = 'ExperimentalBytesProducedStatsDataset'
    ExperimentalCSVDataset = 'ExperimentalCSVDataset'
    ExperimentalChooseFastestDataset = 'ExperimentalChooseFastestDataset'
    ExperimentalDatasetCardinality = 'ExperimentalDatasetCardinality'
    ExperimentalDatasetToTFRecord = 'ExperimentalDatasetToTFRecord'
    ExperimentalDenseToSparseBatchDataset = 'ExperimentalDenseToSparseBatchDataset'
    ExperimentalDirectedInterleaveDataset = 'ExperimentalDirectedInterleaveDataset'
    ExperimentalGroupByReducerDataset = 'ExperimentalGroupByReducerDataset'
    ExperimentalGroupByWindowDataset = 'ExperimentalGroupByWindowDataset'
    ExperimentalIgnoreErrorsDataset = 'ExperimentalIgnoreErrorsDataset'
    ExperimentalIteratorGetDevice = 'ExperimentalIteratorGetDevice'
    ExperimentalLMDBDataset = 'ExperimentalLMDBDataset'
    ExperimentalLatencyStatsDataset = 'ExperimentalLatencyStatsDataset'
    ExperimentalMapAndBatchDataset = 'ExperimentalMapAndBatchDataset'
    ExperimentalMapDataset = 'ExperimentalMapDataset'
    ExperimentalMatchingFilesDataset = 'ExperimentalMatchingFilesDataset'
    ExperimentalMaxIntraOpParallelismDataset = 'ExperimentalMaxIntraOpParallelismDataset'
    ExperimentalNonSerializableDataset = 'ExperimentalNonSerializableDataset'
    ExperimentalParallelInterleaveDataset = 'ExperimentalParallelInterleaveDataset'
    ExperimentalParseExampleDataset = 'ExperimentalParseExampleDataset'
    ExperimentalPrivateThreadPoolDataset = 'ExperimentalPrivateThreadPoolDataset'
    ExperimentalRandomDataset = 'ExperimentalRandomDataset'
    ExperimentalRebatchDataset = 'ExperimentalRebatchDataset'
    ExperimentalScanDataset = 'ExperimentalScanDataset'
    ExperimentalSetStatsAggregatorDataset = 'ExperimentalSetStatsAggregatorDataset'
    ExperimentalSleepDataset = 'ExperimentalSleepDataset'
    ExperimentalSlidingWindowDataset = 'ExperimentalSlidingWindowDataset'
    ExperimentalSqlDataset = 'ExperimentalSqlDataset'
    ExperimentalStatsAggregatorHandle = 'ExperimentalStatsAggregatorHandle'
    ExperimentalStatsAggregatorSummary = 'ExperimentalStatsAggregatorSummary'
    ExperimentalTakeWhileDataset = 'ExperimentalTakeWhileDataset'
    ExperimentalThreadPoolDataset = 'ExperimentalThreadPoolDataset'
    ExperimentalThreadPoolHandle = 'ExperimentalThreadPoolHandle'
    ExperimentalUnbatchDataset = 'ExperimentalUnbatchDataset'
    ExperimentalUniqueDataset = 'ExperimentalUniqueDataset'
    Expint = 'Expint'
    Expm1 = 'Expm1'
    ExtractGlimpse = 'ExtractGlimpse'
    ExtractGlimpseV2 = 'ExtractGlimpseV2'
    ExtractImagePatches = 'ExtractImagePatches'
    ExtractJpegShape = 'ExtractJpegShape'
    ExtractVolumePatches = 'ExtractVolumePatches'
    FFT = 'FFT'
    FFT2D = 'FFT2D'
    FFT3D = 'FFT3D'
    FFTND = 'FFTND'
    FIFOQueue = 'FIFOQueue'
    FIFOQueueV2 = 'FIFOQueueV2'
    Fact = 'Fact'
    FakeParam = 'FakeParam'
    FakeQuantWithMinMaxArgs = 'FakeQuantWithMinMaxArgs'
    FakeQuantWithMinMaxArgsGradient = 'FakeQuantWithMinMaxArgsGradient'
    FakeQuantWithMinMaxVars = 'FakeQuantWithMinMaxVars'
    FakeQuantWithMinMaxVarsGradient = 'FakeQuantWithMinMaxVarsGradient'
    FakeQuantWithMinMaxVarsPerChannel = 'FakeQuantWithMinMaxVarsPerChannel'
    FakeQuantWithMinMaxVarsPerChannelGradient = 'FakeQuantWithMinMaxVarsPerChannelGradient'
    FakeQueue = 'FakeQueue'
    FileSystemSetConfiguration = 'FileSystemSetConfiguration'
    Fill = 'Fill'
    FilterByLastComponentDataset = 'FilterByLastComponentDataset'
    FilterDataset = 'FilterDataset'
    FinalizeDataset = 'FinalizeDataset'
    FinalizeTPUEmbedding = 'FinalizeTPUEmbedding'
    Fingerprint = 'Fingerprint'
    FixedLengthRecordDataset = 'FixedLengthRecordDataset'
    FixedLengthRecordDatasetV2 = 'FixedLengthRecordDatasetV2'
    FixedLengthRecordReader = 'FixedLengthRecordReader'
    FixedLengthRecordReaderV2 = 'FixedLengthRecordReaderV2'
    FixedUnigramCandidateSampler = 'FixedUnigramCandidateSampler'
    FlatMapDataset = 'FlatMapDataset'
    Floor = 'Floor'
    FloorDiv = 'FloorDiv'
    FloorMod = 'FloorMod'
    FlushSummaryWriter = 'FlushSummaryWriter'
    For = 'For'
    FractionalAvgPool = 'FractionalAvgPool'
    FractionalAvgPoolGrad = 'FractionalAvgPoolGrad'
    FractionalMaxPool = 'FractionalMaxPool'
    FractionalMaxPoolGrad = 'FractionalMaxPoolGrad'
    FresnelCos = 'FresnelCos'
    FresnelSin = 'FresnelSin'
    FusedBatchNorm = 'FusedBatchNorm'
    FusedBatchNormGrad = 'FusedBatchNormGrad'
    FusedBatchNormGradV2 = 'FusedBatchNormGradV2'
    FusedBatchNormGradV3 = 'FusedBatchNormGradV3'
    FusedBatchNormV2 = 'FusedBatchNormV2'
    FusedBatchNormV3 = 'FusedBatchNormV3'
    FusedPadConv2D = 'FusedPadConv2D'
    FusedResizeAndPadConv2D = 'FusedResizeAndPadConv2D'
    GRUBlockCell = 'GRUBlockCell'
    GRUBlockCellGrad = 'GRUBlockCellGrad'
    Gather = 'Gather'
    GatherNd = 'GatherNd'
    GatherV2 = 'GatherV2'
    GenerateBoundingBoxProposals = 'GenerateBoundingBoxProposals'
    GenerateVocabRemapping = 'GenerateVocabRemapping'
    GeneratorDataset = 'GeneratorDataset'
    GetElementAtIndex = 'GetElementAtIndex'
    GetOptions = 'GetOptions'
    GetSessionHandle = 'GetSessionHandle'
    GetSessionHandleV2 = 'GetSessionHandleV2'
    GetSessionTensor = 'GetSessionTensor'
    Greater = 'Greater'
    GreaterEqual = 'GreaterEqual'
    GroupByReducerDataset = 'GroupByReducerDataset'
    GroupByWindowDataset = 'GroupByWindowDataset'
    GuaranteeConst = 'GuaranteeConst'
    HSVToRGB = 'HSVToRGB'
    HashTable = 'HashTable'
    HashTableV2 = 'HashTableV2'
    HistogramFixedWidth = 'HistogramFixedWidth'
    HistogramSummary = 'HistogramSummary'
    HostConst = 'HostConst'
    IFFT = 'IFFT'
    IFFT2D = 'IFFT2D'
    IFFT3D = 'IFFT3D'
    IFFTND = 'IFFTND'
    IRFFT = 'IRFFT'
    IRFFT2D = 'IRFFT2D'
    IRFFT3D = 'IRFFT3D'
    IRFFTND = 'IRFFTND'
    Identity = 'Identity'
    IdentityN = 'IdentityN'
    IdentityReader = 'IdentityReader'
    IdentityReaderV2 = 'IdentityReaderV2'
    If = 'If'
    Igamma = 'Igamma'
    IgammaGradA = 'IgammaGradA'
    Igammac = 'Igammac'
    IgnoreErrorsDataset = 'IgnoreErrorsDataset'
    Imag = 'Imag'
    ImageProjectiveTransformV2 = 'ImageProjectiveTransformV2'
    ImageProjectiveTransformV3 = 'ImageProjectiveTransformV3'
    ImageSummary = 'ImageSummary'
    ImmutableConst = 'ImmutableConst'
    ImportEvent = 'ImportEvent'
    InTopK = 'InTopK'
    InTopKV2 = 'InTopKV2'
    InfeedDequeue = 'InfeedDequeue'
    InfeedDequeueTuple = 'InfeedDequeueTuple'
    InfeedEnqueue = 'InfeedEnqueue'
    InfeedEnqueuePrelinearizedBuffer = 'InfeedEnqueuePrelinearizedBuffer'
    InfeedEnqueueTuple = 'InfeedEnqueueTuple'
    InitializeTable = 'InitializeTable'
    InitializeTableFromDataset = 'InitializeTableFromDataset'
    InitializeTableFromTextFile = 'InitializeTableFromTextFile'
    InitializeTableFromTextFileV2 = 'InitializeTableFromTextFileV2'
    InitializeTableV2 = 'InitializeTableV2'
    InplaceAdd = 'InplaceAdd'
    InplaceSub = 'InplaceSub'
    InplaceUpdate = 'InplaceUpdate'
    InterleaveDataset = 'InterleaveDataset'
    Inv = 'Inv'
    InvGrad = 'InvGrad'
    Invert = 'Invert'
    InvertPermutation = 'InvertPermutation'
    IsBoostedTreesEnsembleInitialized = 'IsBoostedTreesEnsembleInitialized'
    IsBoostedTreesQuantileStreamResourceInitialized = 'IsBoostedTreesQuantileStreamResourceInitialized'
    IsFinite = 'IsFinite'
    IsInf = 'IsInf'
    IsNan = 'IsNan'
    IsTPUEmbeddingInitialized = 'IsTPUEmbeddingInitialized'
    IsVariableInitialized = 'IsVariableInitialized'
    IsotonicRegression = 'IsotonicRegression'
    Iterator = 'Iterator'
    IteratorFromStringHandle = 'IteratorFromStringHandle'
    IteratorFromStringHandleV2 = 'IteratorFromStringHandleV2'
    IteratorGetDevice = 'IteratorGetDevice'
    IteratorGetNext = 'IteratorGetNext'
    IteratorGetNextAsOptional = 'IteratorGetNextAsOptional'
    IteratorGetNextSync = 'IteratorGetNextSync'
    IteratorToStringHandle = 'IteratorToStringHandle'
    IteratorV2 = 'IteratorV2'
    KMC2ChainInitialization = 'KMC2ChainInitialization'
    KmeansPlusPlusInitialization = 'KmeansPlusPlusInitialization'
    KthOrderStatistic = 'KthOrderStatistic'
    L2Loss = 'L2Loss'
    LMDBDataset = 'LMDBDataset'
    LMDBReader = 'LMDBReader'
    LRN = 'LRN'
    LRNGrad = 'LRNGrad'
    LSTMBlockCell = 'LSTMBlockCell'
    LSTMBlockCellGrad = 'LSTMBlockCellGrad'
    LatencyStatsDataset = 'LatencyStatsDataset'
    LeakyRelu = 'LeakyRelu'
    LeakyReluGrad = 'LeakyReluGrad'
    LearnedUnigramCandidateSampler = 'LearnedUnigramCandidateSampler'
    LeftShift = 'LeftShift'
    LegacyParallelInterleaveDatasetV2 = 'LegacyParallelInterleaveDatasetV2'
    Less = 'Less'
    LessEqual = 'LessEqual'
    Lgamma = 'Lgamma'
    LinSpace = 'LinSpace'
    ListDataset = 'ListDataset'
    ListDiff = 'ListDiff'
    LoadAllTPUEmbeddingParameters = 'LoadAllTPUEmbeddingParameters'
    LoadAndRemapMatrix = 'LoadAndRemapMatrix'
    LoadDataset = 'LoadDataset'
    LoadTPUEmbeddingADAMParameters = 'LoadTPUEmbeddingADAMParameters'
    LoadTPUEmbeddingAdadeltaParameters = 'LoadTPUEmbeddingAdadeltaParameters'
    LoadTPUEmbeddingAdagradMomentumParameters = 'LoadTPUEmbeddingAdagradMomentumParameters'
    LoadTPUEmbeddingAdagradParameters = 'LoadTPUEmbeddingAdagradParameters'
    LoadTPUEmbeddingCenteredRMSPropParameters = 'LoadTPUEmbeddingCenteredRMSPropParameters'
    LoadTPUEmbeddingFTRLParameters = 'LoadTPUEmbeddingFTRLParameters'
    LoadTPUEmbeddingFrequencyEstimatorParameters = 'LoadTPUEmbeddingFrequencyEstimatorParameters'
    LoadTPUEmbeddingMDLAdagradLightParameters = 'LoadTPUEmbeddingMDLAdagradLightParameters'
    LoadTPUEmbeddingMomentumParameters = 'LoadTPUEmbeddingMomentumParameters'
    LoadTPUEmbeddingProximalAdagradParameters = 'LoadTPUEmbeddingProximalAdagradParameters'
    LoadTPUEmbeddingProximalYogiParameters = 'LoadTPUEmbeddingProximalYogiParameters'
    LoadTPUEmbeddingRMSPropParameters = 'LoadTPUEmbeddingRMSPropParameters'
    LoadTPUEmbeddingStochasticGradientDescentParameters = 'LoadTPUEmbeddingStochasticGradientDescentParameters'
    Log = 'Log'
    Log1p = 'Log1p'
    LogMatrixDeterminant = 'LogMatrixDeterminant'
    LogSoftmax = 'LogSoftmax'
    LogUniformCandidateSampler = 'LogUniformCandidateSampler'
    LogicalAnd = 'LogicalAnd'
    LogicalNot = 'LogicalNot'
    LogicalOr = 'LogicalOr'
    LookupTableExport = 'LookupTableExport'
    LookupTableExportV2 = 'LookupTableExportV2'
    LookupTableFind = 'LookupTableFind'
    LookupTableFindV2 = 'LookupTableFindV2'
    LookupTableImport = 'LookupTableImport'
    LookupTableImportV2 = 'LookupTableImportV2'
    LookupTableInsert = 'LookupTableInsert'
    LookupTableInsertV2 = 'LookupTableInsertV2'
    LookupTableRemoveV2 = 'LookupTableRemoveV2'
    LookupTableSize = 'LookupTableSize'
    LookupTableSizeV2 = 'LookupTableSizeV2'
    LoopCond = 'LoopCond'
    LowerBound = 'LowerBound'
    Lu = 'Lu'
    MakeIterator = 'MakeIterator'
    MakeUnique = 'MakeUnique'
    MapAndBatchDataset = 'MapAndBatchDataset'
    MapClear = 'MapClear'
    MapDataset = 'MapDataset'
    MapDefun = 'MapDefun'
    MapIncompleteSize = 'MapIncompleteSize'
    MapPeek = 'MapPeek'
    MapSize = 'MapSize'
    MapStage = 'MapStage'
    MapUnstage = 'MapUnstage'
    MapUnstageNoKey = 'MapUnstageNoKey'
    MatMul = 'MatMul'
    MatchingFiles = 'MatchingFiles'
    MatchingFilesDataset = 'MatchingFilesDataset'
    MatrixBandPart = 'MatrixBandPart'
    MatrixDeterminant = 'MatrixDeterminant'
    MatrixDiag = 'MatrixDiag'
    MatrixDiagPart = 'MatrixDiagPart'
    MatrixDiagPartV2 = 'MatrixDiagPartV2'
    MatrixDiagPartV3 = 'MatrixDiagPartV3'
    MatrixDiagV2 = 'MatrixDiagV2'
    MatrixDiagV3 = 'MatrixDiagV3'
    MatrixExponential = 'MatrixExponential'
    MatrixInverse = 'MatrixInverse'
    MatrixLogarithm = 'MatrixLogarithm'
    MatrixSetDiag = 'MatrixSetDiag'
    MatrixSetDiagV2 = 'MatrixSetDiagV2'
    MatrixSetDiagV3 = 'MatrixSetDiagV3'
    MatrixSolve = 'MatrixSolve'
    MatrixSolveLs = 'MatrixSolveLs'
    MatrixSquareRoot = 'MatrixSquareRoot'
    MatrixTriangularSolve = 'MatrixTriangularSolve'
    Max = 'Max'
    MaxIntraOpParallelismDataset = 'MaxIntraOpParallelismDataset'
    MaxPool = 'MaxPool'
    MaxPool3D = 'MaxPool3D'
    MaxPool3DGrad = 'MaxPool3DGrad'
    MaxPool3DGradGrad = 'MaxPool3DGradGrad'
    MaxPoolGrad = 'MaxPoolGrad'
    MaxPoolGradGrad = 'MaxPoolGradGrad'
    MaxPoolGradGradV2 = 'MaxPoolGradGradV2'
    MaxPoolGradGradWithArgmax = 'MaxPoolGradGradWithArgmax'
    MaxPoolGradV2 = 'MaxPoolGradV2'
    MaxPoolGradWithArgmax = 'MaxPoolGradWithArgmax'
    MaxPoolV2 = 'MaxPoolV2'
    MaxPoolWithArgmax = 'MaxPoolWithArgmax'
    Maximum = 'Maximum'
    Mean = 'Mean'
    Merge = 'Merge'
    MergeDedupData = 'MergeDedupData'
    MergeSummary = 'MergeSummary'
    MergeV2Checkpoints = 'MergeV2Checkpoints'
    Mfcc = 'Mfcc'
    Min = 'Min'
    Minimum = 'Minimum'
    MirrorPad = 'MirrorPad'
    MirrorPadGrad = 'MirrorPadGrad'
    MlirPassthroughOp = 'MlirPassthroughOp'
    Mod = 'Mod'
    ModelDataset = 'ModelDataset'
    Mul = 'Mul'
    MulNoNan = 'MulNoNan'
    MultiDeviceIterator = 'MultiDeviceIterator'
    MultiDeviceIteratorFromStringHandle = 'MultiDeviceIteratorFromStringHandle'
    MultiDeviceIteratorGetNextFromShard = 'MultiDeviceIteratorGetNextFromShard'
    MultiDeviceIteratorInit = 'MultiDeviceIteratorInit'
    MultiDeviceIteratorToStringHandle = 'MultiDeviceIteratorToStringHandle'
    Multinomial = 'Multinomial'
    MutableDenseHashTable = 'MutableDenseHashTable'
    MutableDenseHashTableV2 = 'MutableDenseHashTableV2'
    MutableHashTable = 'MutableHashTable'
    MutableHashTableOfTensors = 'MutableHashTableOfTensors'
    MutableHashTableOfTensorsV2 = 'MutableHashTableOfTensorsV2'
    MutableHashTableV2 = 'MutableHashTableV2'
    MutexLock = 'MutexLock'
    MutexV2 = 'MutexV2'
    NcclAllReduce = 'NcclAllReduce'
    NcclBroadcast = 'NcclBroadcast'
    NcclReduce = 'NcclReduce'
    Ndtri = 'Ndtri'
    NearestNeighbors = 'NearestNeighbors'
    Neg = 'Neg'
    NegTrain = 'NegTrain'
    NextAfter = 'NextAfter'
    NextIteration = 'NextIteration'
    NoOp = 'NoOp'
    NonDeterministicInts = 'NonDeterministicInts'
    NonMaxSuppression = 'NonMaxSuppression'
    NonMaxSuppressionV2 = 'NonMaxSuppressionV2'
    NonMaxSuppressionV3 = 'NonMaxSuppressionV3'
    NonMaxSuppressionV4 = 'NonMaxSuppressionV4'
    NonMaxSuppressionV5 = 'NonMaxSuppressionV5'
    NonMaxSuppressionWithOverlaps = 'NonMaxSuppressionWithOverlaps'
    NonSerializableDataset = 'NonSerializableDataset'
    NotEqual = 'NotEqual'
    NthElement = 'NthElement'
    OneHot = 'OneHot'
    OneShotIterator = 'OneShotIterator'
    OnesLike = 'OnesLike'
    OptimizeDataset = 'OptimizeDataset'
    OptimizeDatasetV2 = 'OptimizeDatasetV2'
    OptionalFromValue = 'OptionalFromValue'
    OptionalGetValue = 'OptionalGetValue'
    OptionalHasValue = 'OptionalHasValue'
    OptionalNone = 'OptionalNone'
    OptionsDataset = 'OptionsDataset'
    OrderedMapClear = 'OrderedMapClear'
    OrderedMapIncompleteSize = 'OrderedMapIncompleteSize'
    OrderedMapPeek = 'OrderedMapPeek'
    OrderedMapSize = 'OrderedMapSize'
    OrderedMapStage = 'OrderedMapStage'
    OrderedMapUnstage = 'OrderedMapUnstage'
    OrderedMapUnstageNoKey = 'OrderedMapUnstageNoKey'
    OutfeedDequeue = 'OutfeedDequeue'
    OutfeedDequeueTuple = 'OutfeedDequeueTuple'
    OutfeedDequeueTupleV2 = 'OutfeedDequeueTupleV2'
    OutfeedDequeueV2 = 'OutfeedDequeueV2'
    OutfeedEnqueue = 'OutfeedEnqueue'
    OutfeedEnqueueTuple = 'OutfeedEnqueueTuple'
    Pack = 'Pack'
    Pad = 'Pad'
    PadV2 = 'PadV2'
    PaddedBatchDataset = 'PaddedBatchDataset'
    PaddedBatchDatasetV2 = 'PaddedBatchDatasetV2'
    PaddingFIFOQueue = 'PaddingFIFOQueue'
    PaddingFIFOQueueV2 = 'PaddingFIFOQueueV2'
    ParallelBatchDataset = 'ParallelBatchDataset'
    ParallelConcat = 'ParallelConcat'
    ParallelDynamicStitch = 'ParallelDynamicStitch'
    ParallelFilterDataset = 'ParallelFilterDataset'
    ParallelInterleaveDataset = 'ParallelInterleaveDataset'
    ParallelInterleaveDatasetV2 = 'ParallelInterleaveDatasetV2'
    ParallelInterleaveDatasetV3 = 'ParallelInterleaveDatasetV3'
    ParallelInterleaveDatasetV4 = 'ParallelInterleaveDatasetV4'
    ParallelMapDataset = 'ParallelMapDataset'
    ParallelMapDatasetV2 = 'ParallelMapDatasetV2'
    ParameterizedTruncatedNormal = 'ParameterizedTruncatedNormal'
    ParseExample = 'ParseExample'
    ParseExampleDataset = 'ParseExampleDataset'
    ParseExampleDatasetV2 = 'ParseExampleDatasetV2'
    ParseExampleV2 = 'ParseExampleV2'
    ParseSequenceExample = 'ParseSequenceExample'
    ParseSequenceExampleV2 = 'ParseSequenceExampleV2'
    ParseSingleExample = 'ParseSingleExample'
    ParseSingleSequenceExample = 'ParseSingleSequenceExample'
    ParseTensor = 'ParseTensor'
    PartitionedCall = 'PartitionedCall'
    Placeholder = 'Placeholder'
    PlaceholderV2 = 'PlaceholderV2'
    PlaceholderWithDefault = 'PlaceholderWithDefault'
    Polygamma = 'Polygamma'
    PopulationCount = 'PopulationCount'
    Pow = 'Pow'
    PrefetchDataset = 'PrefetchDataset'
    Prelinearize = 'Prelinearize'
    PrelinearizeTuple = 'PrelinearizeTuple'
    PreventGradient = 'PreventGradient'
    Print = 'Print'
    PrintV2 = 'PrintV2'
    PriorityQueue = 'PriorityQueue'
    PriorityQueueV2 = 'PriorityQueueV2'
    PrivateThreadPoolDataset = 'PrivateThreadPoolDataset'
    Prod = 'Prod'
    PyFunc = 'PyFunc'
    PyFuncStateless = 'PyFuncStateless'
    Qr = 'Qr'
    QuantizeAndDequantize = 'QuantizeAndDequantize'
    QuantizeAndDequantizeV2 = 'QuantizeAndDequantizeV2'
    QuantizeAndDequantizeV3 = 'QuantizeAndDequantizeV3'
    QuantizeAndDequantizeV4 = 'QuantizeAndDequantizeV4'
    QuantizeAndDequantizeV4Grad = 'QuantizeAndDequantizeV4Grad'
    QuantizeDownAndShrinkRange = 'QuantizeDownAndShrinkRange'
    QuantizeV2 = 'QuantizeV2'
    QuantizedAdd = 'QuantizedAdd'
    QuantizedAvgPool = 'QuantizedAvgPool'
    QuantizedBatchNormWithGlobalNormalization = 'QuantizedBatchNormWithGlobalNormalization'
    QuantizedBiasAdd = 'QuantizedBiasAdd'
    QuantizedConcat = 'QuantizedConcat'
    QuantizedConv2D = 'QuantizedConv2D'
    QuantizedConv2DAndRelu = 'QuantizedConv2DAndRelu'
    QuantizedConv2DAndReluAndRequantize = 'QuantizedConv2DAndReluAndRequantize'
    QuantizedConv2DAndRequantize = 'QuantizedConv2DAndRequantize'
    QuantizedConv2DPerChannel = 'QuantizedConv2DPerChannel'
    QuantizedConv2DWithBias = 'QuantizedConv2DWithBias'
    QuantizedConv2DWithBiasAndRelu = 'QuantizedConv2DWithBiasAndRelu'
    QuantizedConv2DWithBiasAndReluAndRequantize = 'QuantizedConv2DWithBiasAndReluAndRequantize'
    QuantizedConv2DWithBiasAndRequantize = 'QuantizedConv2DWithBiasAndRequantize'
    QuantizedConv2DWithBiasSignedSumAndReluAndRequantize = 'QuantizedConv2DWithBiasSignedSumAndReluAndRequantize'
    QuantizedConv2DWithBiasSumAndRelu = 'QuantizedConv2DWithBiasSumAndRelu'
    QuantizedConv2DWithBiasSumAndReluAndRequantize = 'QuantizedConv2DWithBiasSumAndReluAndRequantize'
    QuantizedDepthwiseConv2D = 'QuantizedDepthwiseConv2D'
    QuantizedDepthwiseConv2DWithBias = 'QuantizedDepthwiseConv2DWithBias'
    QuantizedDepthwiseConv2DWithBiasAndRelu = 'QuantizedDepthwiseConv2DWithBiasAndRelu'
    QuantizedDepthwiseConv2DWithBiasAndReluAndRequantize = 'QuantizedDepthwiseConv2DWithBiasAndReluAndRequantize'
    QuantizedInstanceNorm = 'QuantizedInstanceNorm'
    QuantizedMatMul = 'QuantizedMatMul'
    QuantizedMatMulWithBias = 'QuantizedMatMulWithBias'
    QuantizedMatMulWithBiasAndDequantize = 'QuantizedMatMulWithBiasAndDequantize'
    QuantizedMatMulWithBiasAndRelu = 'QuantizedMatMulWithBiasAndRelu'
    QuantizedMatMulWithBiasAndReluAndRequantize = 'QuantizedMatMulWithBiasAndReluAndRequantize'
    QuantizedMatMulWithBiasAndRequantize = 'QuantizedMatMulWithBiasAndRequantize'
    QuantizedMaxPool = 'QuantizedMaxPool'
    QuantizedMul = 'QuantizedMul'
    QuantizedRelu = 'QuantizedRelu'
    QuantizedRelu6 = 'QuantizedRelu6'
    QuantizedReluX = 'QuantizedReluX'
    QuantizedReshape = 'QuantizedReshape'
    QuantizedResizeBilinear = 'QuantizedResizeBilinear'
    QueueClose = 'QueueClose'
    QueueCloseV2 = 'QueueCloseV2'
    QueueDequeue = 'QueueDequeue'
    QueueDequeueMany = 'QueueDequeueMany'
    QueueDequeueManyV2 = 'QueueDequeueManyV2'
    QueueDequeueUpTo = 'QueueDequeueUpTo'
    QueueDequeueUpToV2 = 'QueueDequeueUpToV2'
    QueueDequeueV2 = 'QueueDequeueV2'
    QueueEnqueue = 'QueueEnqueue'
    QueueEnqueueMany = 'QueueEnqueueMany'
    QueueEnqueueManyV2 = 'QueueEnqueueManyV2'
    QueueEnqueueV2 = 'QueueEnqueueV2'
    QueueIsClosed = 'QueueIsClosed'
    QueueIsClosedV2 = 'QueueIsClosedV2'
    QueueSize = 'QueueSize'
    QueueSizeV2 = 'QueueSizeV2'
    RFFT = 'RFFT'
    RFFT2D = 'RFFT2D'
    RFFT3D = 'RFFT3D'
    RFFTND = 'RFFTND'
    RGBToHSV = 'RGBToHSV'
    RaggedBincount = 'RaggedBincount'
    RaggedCountSparseOutput = 'RaggedCountSparseOutput'
    RaggedCross = 'RaggedCross'
    RaggedFillEmptyRows = 'RaggedFillEmptyRows'
    RaggedFillEmptyRowsGrad = 'RaggedFillEmptyRowsGrad'
    RaggedGather = 'RaggedGather'
    RaggedRange = 'RaggedRange'
    RaggedTensorFromVariant = 'RaggedTensorFromVariant'
    RaggedTensorToSparse = 'RaggedTensorToSparse'
    RaggedTensorToTensor = 'RaggedTensorToTensor'
    RaggedTensorToVariant = 'RaggedTensorToVariant'
    RaggedTensorToVariantGradient = 'RaggedTensorToVariantGradient'
    RandomCrop = 'RandomCrop'
    RandomDataset = 'RandomDataset'
    RandomDatasetV2 = 'RandomDatasetV2'
    RandomGamma = 'RandomGamma'
    RandomGammaGrad = 'RandomGammaGrad'
    RandomIndexShuffle = 'RandomIndexShuffle'
    RandomPoisson = 'RandomPoisson'
    RandomPoissonV2 = 'RandomPoissonV2'
    RandomShuffle = 'RandomShuffle'
    RandomShuffleQueue = 'RandomShuffleQueue'
    RandomShuffleQueueV2 = 'RandomShuffleQueueV2'
    RandomStandardNormal = 'RandomStandardNormal'
    RandomUniform = 'RandomUniform'
    RandomUniformInt = 'RandomUniformInt'
    Range = 'Range'
    RangeDataset = 'RangeDataset'
    Rank = 'Rank'
    ReadFile = 'ReadFile'
    ReadVariableOp = 'ReadVariableOp'
    ReadVariableXlaSplitND = 'ReadVariableXlaSplitND'
    ReaderNumRecordsProduced = 'ReaderNumRecordsProduced'
    ReaderNumRecordsProducedV2 = 'ReaderNumRecordsProducedV2'
    ReaderNumWorkUnitsCompleted = 'ReaderNumWorkUnitsCompleted'
    ReaderNumWorkUnitsCompletedV2 = 'ReaderNumWorkUnitsCompletedV2'
    ReaderRead = 'ReaderRead'
    ReaderReadUpTo = 'ReaderReadUpTo'
    ReaderReadUpToV2 = 'ReaderReadUpToV2'
    ReaderReadV2 = 'ReaderReadV2'
    ReaderReset = 'ReaderReset'
    ReaderResetV2 = 'ReaderResetV2'
    ReaderRestoreState = 'ReaderRestoreState'
    ReaderRestoreStateV2 = 'ReaderRestoreStateV2'
    ReaderSerializeState = 'ReaderSerializeState'
    ReaderSerializeStateV2 = 'ReaderSerializeStateV2'
    Real = 'Real'
    RealDiv = 'RealDiv'
    RebatchDataset = 'RebatchDataset'
    RebatchDatasetV2 = 'RebatchDatasetV2'
    Reciprocal = 'Reciprocal'
    ReciprocalGrad = 'ReciprocalGrad'
    RecordInput = 'RecordInput'
    Recv = 'Recv'
    RecvTPUEmbeddingActivations = 'RecvTPUEmbeddingActivations'
    ReduceDataset = 'ReduceDataset'
    ReduceJoin = 'ReduceJoin'
    RefEnter = 'RefEnter'
    RefExit = 'RefExit'
    RefIdentity = 'RefIdentity'
    RefMerge = 'RefMerge'
    RefNextIteration = 'RefNextIteration'
    RefSelect = 'RefSelect'
    RefSwitch = 'RefSwitch'
    RegexFullMatch = 'RegexFullMatch'
    RegexReplace = 'RegexReplace'
    RegisterDataset = 'RegisterDataset'
    RegisterDatasetV2 = 'RegisterDatasetV2'
    Relayout = 'Relayout'
    RelayoutLike = 'RelayoutLike'
    Relu = 'Relu'
    Relu6 = 'Relu6'
    Relu6Grad = 'Relu6Grad'
    ReluGrad = 'ReluGrad'
    RemoteCall = 'RemoteCall'
    RepeatDataset = 'RepeatDataset'
    RequantizationRange = 'RequantizationRange'
    RequantizationRangePerChannel = 'RequantizationRangePerChannel'
    Requantize = 'Requantize'
    RequantizePerChannel = 'RequantizePerChannel'
    Reshape = 'Reshape'
    ResizeArea = 'ResizeArea'
    ResizeBicubic = 'ResizeBicubic'
    ResizeBicubicGrad = 'ResizeBicubicGrad'
    ResizeBilinear = 'ResizeBilinear'
    ResizeBilinearGrad = 'ResizeBilinearGrad'
    ResizeNearestNeighbor = 'ResizeNearestNeighbor'
    ResizeNearestNeighborGrad = 'ResizeNearestNeighborGrad'
    ResourceAccumulatorApplyGradient = 'ResourceAccumulatorApplyGradient'
    ResourceAccumulatorNumAccumulated = 'ResourceAccumulatorNumAccumulated'
    ResourceAccumulatorSetGlobalStep = 'ResourceAccumulatorSetGlobalStep'
    ResourceAccumulatorTakeGradient = 'ResourceAccumulatorTakeGradient'
    ResourceApplyAdaMax = 'ResourceApplyAdaMax'
    ResourceApplyAdadelta = 'ResourceApplyAdadelta'
    ResourceApplyAdagrad = 'ResourceApplyAdagrad'
    ResourceApplyAdagradDA = 'ResourceApplyAdagradDA'
    ResourceApplyAdagradV2 = 'ResourceApplyAdagradV2'
    ResourceApplyAdam = 'ResourceApplyAdam'
    ResourceApplyAdamWithAmsgrad = 'ResourceApplyAdamWithAmsgrad'
    ResourceApplyAddSign = 'ResourceApplyAddSign'
    ResourceApplyCenteredRMSProp = 'ResourceApplyCenteredRMSProp'
    ResourceApplyFtrl = 'ResourceApplyFtrl'
    ResourceApplyFtrlV2 = 'ResourceApplyFtrlV2'
    ResourceApplyGradientDescent = 'ResourceApplyGradientDescent'
    ResourceApplyKerasMomentum = 'ResourceApplyKerasMomentum'
    ResourceApplyMomentum = 'ResourceApplyMomentum'
    ResourceApplyPowerSign = 'ResourceApplyPowerSign'
    ResourceApplyProximalAdagrad = 'ResourceApplyProximalAdagrad'
    ResourceApplyProximalGradientDescent = 'ResourceApplyProximalGradientDescent'
    ResourceApplyRMSProp = 'ResourceApplyRMSProp'
    ResourceConditionalAccumulator = 'ResourceConditionalAccumulator'
    ResourceCountUpTo = 'ResourceCountUpTo'
    ResourceGather = 'ResourceGather'
    ResourceGatherNd = 'ResourceGatherNd'
    ResourceScatterAdd = 'ResourceScatterAdd'
    ResourceScatterDiv = 'ResourceScatterDiv'
    ResourceScatterMax = 'ResourceScatterMax'
    ResourceScatterMin = 'ResourceScatterMin'
    ResourceScatterMul = 'ResourceScatterMul'
    ResourceScatterNdAdd = 'ResourceScatterNdAdd'
    ResourceScatterNdMax = 'ResourceScatterNdMax'
    ResourceScatterNdMin = 'ResourceScatterNdMin'
    ResourceScatterNdSub = 'ResourceScatterNdSub'
    ResourceScatterNdUpdate = 'ResourceScatterNdUpdate'
    ResourceScatterSub = 'ResourceScatterSub'
    ResourceScatterUpdate = 'ResourceScatterUpdate'
    ResourceSparseApplyAdadelta = 'ResourceSparseApplyAdadelta'
    ResourceSparseApplyAdagrad = 'ResourceSparseApplyAdagrad'
    ResourceSparseApplyAdagradDA = 'ResourceSparseApplyAdagradDA'
    ResourceSparseApplyAdagradV2 = 'ResourceSparseApplyAdagradV2'
    ResourceSparseApplyCenteredRMSProp = 'ResourceSparseApplyCenteredRMSProp'
    ResourceSparseApplyFtrl = 'ResourceSparseApplyFtrl'
    ResourceSparseApplyFtrlV2 = 'ResourceSparseApplyFtrlV2'
    ResourceSparseApplyKerasMomentum = 'ResourceSparseApplyKerasMomentum'
    ResourceSparseApplyMomentum = 'ResourceSparseApplyMomentum'
    ResourceSparseApplyProximalAdagrad = 'ResourceSparseApplyProximalAdagrad'
    ResourceSparseApplyProximalGradientDescent = 'ResourceSparseApplyProximalGradientDescent'
    ResourceSparseApplyRMSProp = 'ResourceSparseApplyRMSProp'
    ResourceStridedSliceAssign = 'ResourceStridedSliceAssign'
    Restore = 'Restore'
    RestoreSlice = 'RestoreSlice'
    RestoreV2 = 'RestoreV2'
    RetrieveAllTPUEmbeddingParameters = 'RetrieveAllTPUEmbeddingParameters'
    RetrieveTPUEmbeddingADAMParameters = 'RetrieveTPUEmbeddingADAMParameters'
    RetrieveTPUEmbeddingAdadeltaParameters = 'RetrieveTPUEmbeddingAdadeltaParameters'
    RetrieveTPUEmbeddingAdagradMomentumParameters = 'RetrieveTPUEmbeddingAdagradMomentumParameters'
    RetrieveTPUEmbeddingAdagradParameters = 'RetrieveTPUEmbeddingAdagradParameters'
    RetrieveTPUEmbeddingCenteredRMSPropParameters = 'RetrieveTPUEmbeddingCenteredRMSPropParameters'
    RetrieveTPUEmbeddingFTRLParameters = 'RetrieveTPUEmbeddingFTRLParameters'
    RetrieveTPUEmbeddingFrequencyEstimatorParameters = 'RetrieveTPUEmbeddingFrequencyEstimatorParameters'
    RetrieveTPUEmbeddingMDLAdagradLightParameters = 'RetrieveTPUEmbeddingMDLAdagradLightParameters'
    RetrieveTPUEmbeddingMomentumParameters = 'RetrieveTPUEmbeddingMomentumParameters'
    RetrieveTPUEmbeddingProximalAdagradParameters = 'RetrieveTPUEmbeddingProximalAdagradParameters'
    RetrieveTPUEmbeddingProximalYogiParameters = 'RetrieveTPUEmbeddingProximalYogiParameters'
    RetrieveTPUEmbeddingRMSPropParameters = 'RetrieveTPUEmbeddingRMSPropParameters'
    RetrieveTPUEmbeddingStochasticGradientDescentParameters = 'RetrieveTPUEmbeddingStochasticGradientDescentParameters'
    Reverse = 'Reverse'
    ReverseSequence = 'ReverseSequence'
    ReverseV2 = 'ReverseV2'
    RewriteDataset = 'RewriteDataset'
    RightShift = 'RightShift'
    Rint = 'Rint'
    RiscAbs = 'RiscAbs'
    RiscAdd = 'RiscAdd'
    RiscBinaryArithmetic = 'RiscBinaryArithmetic'
    RiscBinaryComparison = 'RiscBinaryComparison'
    RiscBitcast = 'RiscBitcast'
    RiscBroadcast = 'RiscBroadcast'
    RiscCast = 'RiscCast'
    RiscCeil = 'RiscCeil'
    RiscCholesky = 'RiscCholesky'
    RiscConcat = 'RiscConcat'
    RiscCondition = 'RiscCondition'
    RiscConv = 'RiscConv'
    RiscCos = 'RiscCos'
    RiscDiv = 'RiscDiv'
    RiscDot = 'RiscDot'
    RiscExp = 'RiscExp'
    RiscFft = 'RiscFft'
    RiscFloor = 'RiscFloor'
    RiscGather = 'RiscGather'
    RiscImag = 'RiscImag'
    RiscIsFinite = 'RiscIsFinite'
    RiscLog = 'RiscLog'
    RiscLogicalAnd = 'RiscLogicalAnd'
    RiscLogicalNot = 'RiscLogicalNot'
    RiscLogicalOr = 'RiscLogicalOr'
    RiscMax = 'RiscMax'
    RiscMin = 'RiscMin'
    RiscMul = 'RiscMul'
    RiscNeg = 'RiscNeg'
    RiscPad = 'RiscPad'
    RiscPool = 'RiscPool'
    RiscPow = 'RiscPow'
    RiscRandomUniform = 'RiscRandomUniform'
    RiscReal = 'RiscReal'
    RiscReduce = 'RiscReduce'
    RiscRem = 'RiscRem'
    RiscReshape = 'RiscReshape'
    RiscReverse = 'RiscReverse'
    RiscScatter = 'RiscScatter'
    RiscShape = 'RiscShape'
    RiscSign = 'RiscSign'
    RiscSlice = 'RiscSlice'
    RiscSort = 'RiscSort'
    RiscSqueeze = 'RiscSqueeze'
    RiscSub = 'RiscSub'
    RiscTranspose = 'RiscTranspose'
    RiscTriangularSolve = 'RiscTriangularSolve'
    RiscUnary = 'RiscUnary'
    RiscWhile = 'RiscWhile'
    RngReadAndSkip = 'RngReadAndSkip'
    RngSkip = 'RngSkip'
    Roll = 'Roll'
    Round = 'Round'
    Rsqrt = 'Rsqrt'
    RsqrtGrad = 'RsqrtGrad'
    SampleDistortedBoundingBox = 'SampleDistortedBoundingBox'
    SampleDistortedBoundingBoxV2 = 'SampleDistortedBoundingBoxV2'
    SamplingDataset = 'SamplingDataset'
    Save = 'Save'
    SaveDataset = 'SaveDataset'
    SaveDatasetV2 = 'SaveDatasetV2'
    SaveSlices = 'SaveSlices'
    SaveV2 = 'SaveV2'
    ScalarSummary = 'ScalarSummary'
    ScaleAndTranslate = 'ScaleAndTranslate'
    ScaleAndTranslateGrad = 'ScaleAndTranslateGrad'
    ScanDataset = 'ScanDataset'
    ScatterAdd = 'ScatterAdd'
    ScatterDiv = 'ScatterDiv'
    ScatterMax = 'ScatterMax'
    ScatterMin = 'ScatterMin'
    ScatterMul = 'ScatterMul'
    ScatterNd = 'ScatterNd'
    ScatterNdAdd = 'ScatterNdAdd'
    ScatterNdMax = 'ScatterNdMax'
    ScatterNdMin = 'ScatterNdMin'
    ScatterNdNonAliasingAdd = 'ScatterNdNonAliasingAdd'
    ScatterNdSub = 'ScatterNdSub'
    ScatterNdUpdate = 'ScatterNdUpdate'
    ScatterSub = 'ScatterSub'
    ScatterUpdate = 'ScatterUpdate'
    SdcaFprint = 'SdcaFprint'
    SdcaOptimizer = 'SdcaOptimizer'
    SdcaOptimizerV2 = 'SdcaOptimizerV2'
    SdcaShrinkL1 = 'SdcaShrinkL1'
    SegmentMax = 'SegmentMax'
    SegmentMaxV2 = 'SegmentMaxV2'
    SegmentMean = 'SegmentMean'
    SegmentMin = 'SegmentMin'
    SegmentMinV2 = 'SegmentMinV2'
    SegmentProd = 'SegmentProd'
    SegmentProdV2 = 'SegmentProdV2'
    SegmentSum = 'SegmentSum'
    SegmentSumV2 = 'SegmentSumV2'
    Select = 'Select'
    SelectV2 = 'SelectV2'
    SelfAdjointEig = 'SelfAdjointEig'
    SelfAdjointEigV2 = 'SelfAdjointEigV2'
    Selu = 'Selu'
    SeluGrad = 'SeluGrad'
    Send = 'Send'
    SendTPUEmbeddingGradients = 'SendTPUEmbeddingGradients'
    SerializeIterator = 'SerializeIterator'
    SerializeManySparse = 'SerializeManySparse'
    SerializeSparse = 'SerializeSparse'
    SerializeTensor = 'SerializeTensor'
    SetSize = 'SetSize'
    SetStatsAggregatorDataset = 'SetStatsAggregatorDataset'
    Shape = 'Shape'
    ShapeN = 'ShapeN'
    ShardDataset = 'ShardDataset'
    ShardedFilename = 'ShardedFilename'
    ShardedFilespec = 'ShardedFilespec'
    ShuffleAndRepeatDataset = 'ShuffleAndRepeatDataset'
    ShuffleAndRepeatDatasetV2 = 'ShuffleAndRepeatDatasetV2'
    ShuffleDataset = 'ShuffleDataset'
    ShuffleDatasetV2 = 'ShuffleDatasetV2'
    ShuffleDatasetV3 = 'ShuffleDatasetV3'
    ShutdownDistributedTPU = 'ShutdownDistributedTPU'
    ShutdownTPUSystem = 'ShutdownTPUSystem'
    Sigmoid = 'Sigmoid'
    SigmoidGrad = 'SigmoidGrad'
    Sign = 'Sign'
    Sin = 'Sin'
    Sinh = 'Sinh'
    Size = 'Size'
    SkipDataset = 'SkipDataset'
    Skipgram = 'Skipgram'
    SleepDataset = 'SleepDataset'
    Slice = 'Slice'
    SlidingWindowDataset = 'SlidingWindowDataset'
    Snapshot = 'Snapshot'
    SnapshotChunkDataset = 'SnapshotChunkDataset'
    SnapshotDataset = 'SnapshotDataset'
    SnapshotDatasetReader = 'SnapshotDatasetReader'
    SnapshotDatasetV2 = 'SnapshotDatasetV2'
    SnapshotNestedDatasetReader = 'SnapshotNestedDatasetReader'
    SobolSample = 'SobolSample'
    Softmax = 'Softmax'
    SoftmaxCrossEntropyWithLogits = 'SoftmaxCrossEntropyWithLogits'
    Softplus = 'Softplus'
    SoftplusGrad = 'SoftplusGrad'
    Softsign = 'Softsign'
    SoftsignGrad = 'SoftsignGrad'
    SpaceToBatch = 'SpaceToBatch'
    SpaceToBatchND = 'SpaceToBatchND'
    SpaceToDepth = 'SpaceToDepth'
    SparseAccumulatorApplyGradient = 'SparseAccumulatorApplyGradient'
    SparseAccumulatorTakeGradient = 'SparseAccumulatorTakeGradient'
    SparseAdd = 'SparseAdd'
    SparseAddGrad = 'SparseAddGrad'
    SparseApplyAdadelta = 'SparseApplyAdadelta'
    SparseApplyAdagrad = 'SparseApplyAdagrad'
    SparseApplyAdagradDA = 'SparseApplyAdagradDA'
    SparseApplyAdagradV2 = 'SparseApplyAdagradV2'
    SparseApplyCenteredRMSProp = 'SparseApplyCenteredRMSProp'
    SparseApplyFtrl = 'SparseApplyFtrl'
    SparseApplyFtrlV2 = 'SparseApplyFtrlV2'
    SparseApplyMomentum = 'SparseApplyMomentum'
    SparseApplyProximalAdagrad = 'SparseApplyProximalAdagrad'
    SparseApplyProximalGradientDescent = 'SparseApplyProximalGradientDescent'
    SparseApplyRMSProp = 'SparseApplyRMSProp'
    SparseBincount = 'SparseBincount'
    SparseConcat = 'SparseConcat'
    SparseConditionalAccumulator = 'SparseConditionalAccumulator'
    SparseCountSparseOutput = 'SparseCountSparseOutput'
    SparseCross = 'SparseCross'
    SparseCrossHashed = 'SparseCrossHashed'
    SparseCrossV2 = 'SparseCrossV2'
    SparseDenseCwiseAdd = 'SparseDenseCwiseAdd'
    SparseDenseCwiseDiv = 'SparseDenseCwiseDiv'
    SparseDenseCwiseMul = 'SparseDenseCwiseMul'
    SparseFillEmptyRows = 'SparseFillEmptyRows'
    SparseFillEmptyRowsGrad = 'SparseFillEmptyRowsGrad'
    SparseMatMul = 'SparseMatMul'
    SparseMatrixAdd = 'SparseMatrixAdd'
    SparseMatrixMatMul = 'SparseMatrixMatMul'
    SparseMatrixMul = 'SparseMatrixMul'
    SparseMatrixNNZ = 'SparseMatrixNNZ'
    SparseMatrixOrderingAMD = 'SparseMatrixOrderingAMD'
    SparseMatrixSoftmax = 'SparseMatrixSoftmax'
    SparseMatrixSoftmaxGrad = 'SparseMatrixSoftmaxGrad'
    SparseMatrixSparseCholesky = 'SparseMatrixSparseCholesky'
    SparseMatrixSparseMatMul = 'SparseMatrixSparseMatMul'
    SparseMatrixTranspose = 'SparseMatrixTranspose'
    SparseMatrixZeros = 'SparseMatrixZeros'
    SparseReduceMax = 'SparseReduceMax'
    SparseReduceMaxSparse = 'SparseReduceMaxSparse'
    SparseReduceSum = 'SparseReduceSum'
    SparseReduceSumSparse = 'SparseReduceSumSparse'
    SparseReorder = 'SparseReorder'
    SparseReshape = 'SparseReshape'
    SparseSegmentMean = 'SparseSegmentMean'
    SparseSegmentMeanGrad = 'SparseSegmentMeanGrad'
    SparseSegmentMeanGradV2 = 'SparseSegmentMeanGradV2'
    SparseSegmentMeanWithNumSegments = 'SparseSegmentMeanWithNumSegments'
    SparseSegmentSqrtN = 'SparseSegmentSqrtN'
    SparseSegmentSqrtNGrad = 'SparseSegmentSqrtNGrad'
    SparseSegmentSqrtNGradV2 = 'SparseSegmentSqrtNGradV2'
    SparseSegmentSqrtNWithNumSegments = 'SparseSegmentSqrtNWithNumSegments'
    SparseSegmentSum = 'SparseSegmentSum'
    SparseSegmentSumGrad = 'SparseSegmentSumGrad'
    SparseSegmentSumGradV2 = 'SparseSegmentSumGradV2'
    SparseSegmentSumWithNumSegments = 'SparseSegmentSumWithNumSegments'
    SparseSlice = 'SparseSlice'
    SparseSliceGrad = 'SparseSliceGrad'
    SparseSoftmax = 'SparseSoftmax'
    SparseSoftmaxCrossEntropyWithLogits = 'SparseSoftmaxCrossEntropyWithLogits'
    SparseSparseMaximum = 'SparseSparseMaximum'
    SparseSparseMinimum = 'SparseSparseMinimum'
    SparseSplit = 'SparseSplit'
    SparseTensorDenseAdd = 'SparseTensorDenseAdd'
    SparseTensorDenseMatMul = 'SparseTensorDenseMatMul'
    SparseTensorSliceDataset = 'SparseTensorSliceDataset'
    SparseTensorToCSRSparseMatrix = 'SparseTensorToCSRSparseMatrix'
    SparseToDense = 'SparseToDense'
    SparseToSparseSetOperation = 'SparseToSparseSetOperation'
    Spence = 'Spence'
    Split = 'Split'
    SplitDedupData = 'SplitDedupData'
    SplitV = 'SplitV'
    SqlDataset = 'SqlDataset'
    Sqrt = 'Sqrt'
    SqrtGrad = 'SqrtGrad'
    Square = 'Square'
    SquaredDifference = 'SquaredDifference'
    Squeeze = 'Squeeze'
    Stack = 'Stack'
    StackClose = 'StackClose'
    StackCloseV2 = 'StackCloseV2'
    StackPop = 'StackPop'
    StackPopV2 = 'StackPopV2'
    StackPush = 'StackPush'
    StackPushV2 = 'StackPushV2'
    StackV2 = 'StackV2'
    Stage = 'Stage'
    StageClear = 'StageClear'
    StagePeek = 'StagePeek'
    StageSize = 'StageSize'
    StatefulPartitionedCall = 'StatefulPartitionedCall'
    StatefulRandomBinomial = 'StatefulRandomBinomial'
    StatefulStandardNormal = 'StatefulStandardNormal'
    StatefulStandardNormalV2 = 'StatefulStandardNormalV2'
    StatefulTruncatedNormal = 'StatefulTruncatedNormal'
    StatefulUniform = 'StatefulUniform'
    StatefulUniformFullInt = 'StatefulUniformFullInt'
    StatefulUniformInt = 'StatefulUniformInt'
    StatelessCase = 'StatelessCase'
    StatelessIf = 'StatelessIf'
    StatelessMultinomial = 'StatelessMultinomial'
    StatelessParameterizedTruncatedNormal = 'StatelessParameterizedTruncatedNormal'
    StatelessRandomBinomial = 'StatelessRandomBinomial'
    StatelessRandomGammaV2 = 'StatelessRandomGammaV2'
    StatelessRandomGammaV3 = 'StatelessRandomGammaV3'
    StatelessRandomGetAlg = 'StatelessRandomGetAlg'
    StatelessRandomGetKeyCounter = 'StatelessRandomGetKeyCounter'
    StatelessRandomGetKeyCounterAlg = 'StatelessRandomGetKeyCounterAlg'
    StatelessRandomNormal = 'StatelessRandomNormal'
    StatelessRandomNormalV2 = 'StatelessRandomNormalV2'
    StatelessRandomPoisson = 'StatelessRandomPoisson'
    StatelessRandomUniform = 'StatelessRandomUniform'
    StatelessRandomUniformFullInt = 'StatelessRandomUniformFullInt'
    StatelessRandomUniformFullIntV2 = 'StatelessRandomUniformFullIntV2'
    StatelessRandomUniformInt = 'StatelessRandomUniformInt'
    StatelessRandomUniformIntV2 = 'StatelessRandomUniformIntV2'
    StatelessRandomUniformV2 = 'StatelessRandomUniformV2'
    StatelessSampleDistortedBoundingBox = 'StatelessSampleDistortedBoundingBox'
    StatelessShuffle = 'StatelessShuffle'
    StatelessTruncatedNormal = 'StatelessTruncatedNormal'
    StatelessTruncatedNormalV2 = 'StatelessTruncatedNormalV2'
    StatelessWhile = 'StatelessWhile'
    StaticRegexFullMatch = 'StaticRegexFullMatch'
    StaticRegexReplace = 'StaticRegexReplace'
    StatsAggregatorHandle = 'StatsAggregatorHandle'
    StatsAggregatorHandleV2 = 'StatsAggregatorHandleV2'
    StatsAggregatorSetSummaryWriter = 'StatsAggregatorSetSummaryWriter'
    StatsAggregatorSummary = 'StatsAggregatorSummary'
    StochasticCastToInt = 'StochasticCastToInt'
    StopGradient = 'StopGradient'
    StridedSlice = 'StridedSlice'
    StridedSliceAssign = 'StridedSliceAssign'
    StridedSliceGrad = 'StridedSliceGrad'
    StringFormat = 'StringFormat'
    StringJoin = 'StringJoin'
    StringLength = 'StringLength'
    StringLower = 'StringLower'
    StringNGrams = 'StringNGrams'
    StringSplit = 'StringSplit'
    StringSplitV2 = 'StringSplitV2'
    StringStrip = 'StringStrip'
    StringToHashBucket = 'StringToHashBucket'
    StringToHashBucketFast = 'StringToHashBucketFast'
    StringToHashBucketStrong = 'StringToHashBucketStrong'
    StringToNumber = 'StringToNumber'
    StringUpper = 'StringUpper'
    Sub = 'Sub'
    Substr = 'Substr'
    Sum = 'Sum'
    SummaryWriter = 'SummaryWriter'
    Svd = 'Svd'
    Switch = 'Switch'
    SymbolicGradient = 'SymbolicGradient'
    SyncDevice = 'SyncDevice'
    TFRecordDataset = 'TFRecordDataset'
    TFRecordDatasetV2 = 'TFRecordDatasetV2'
    TFRecordReader = 'TFRecordReader'
    TFRecordReaderV2 = 'TFRecordReaderV2'
    TPUCompilationResult = 'TPUCompilationResult'
    TPUCompile = 'TPUCompile'
    TPUCompileSucceededAssert = 'TPUCompileSucceededAssert'
    TPUEmbeddingActivations = 'TPUEmbeddingActivations'
    TPUExecute = 'TPUExecute'
    TPUExecuteAndUpdateVariables = 'TPUExecuteAndUpdateVariables'
    TPUOrdinalSelector = 'TPUOrdinalSelector'
    TPUPartitionedCall = 'TPUPartitionedCall'
    TPUPartitionedInput = 'TPUPartitionedInput'
    TPUPartitionedInputV2 = 'TPUPartitionedInputV2'
    TPUPartitionedOutput = 'TPUPartitionedOutput'
    TPUPartitionedOutputV2 = 'TPUPartitionedOutputV2'
    TPUReplicateMetadata = 'TPUReplicateMetadata'
    TPUReplicatedInput = 'TPUReplicatedInput'
    TPUReplicatedOutput = 'TPUReplicatedOutput'
    TPUReshardVariables = 'TPUReshardVariables'
    TPURoundRobin = 'TPURoundRobin'
    TakeDataset = 'TakeDataset'
    TakeManySparseFromTensorsMap = 'TakeManySparseFromTensorsMap'
    TakeWhileDataset = 'TakeWhileDataset'
    Tan = 'Tan'
    Tanh = 'Tanh'
    TanhGrad = 'TanhGrad'
    TemporaryVariable = 'TemporaryVariable'
    TensorArray = 'TensorArray'
    TensorArrayClose = 'TensorArrayClose'
    TensorArrayCloseV2 = 'TensorArrayCloseV2'
    TensorArrayCloseV3 = 'TensorArrayCloseV3'
    TensorArrayConcat = 'TensorArrayConcat'
    TensorArrayConcatV2 = 'TensorArrayConcatV2'
    TensorArrayConcatV3 = 'TensorArrayConcatV3'
    TensorArrayGather = 'TensorArrayGather'
    TensorArrayGatherV2 = 'TensorArrayGatherV2'
    TensorArrayGatherV3 = 'TensorArrayGatherV3'
    TensorArrayGrad = 'TensorArrayGrad'
    TensorArrayGradV2 = 'TensorArrayGradV2'
    TensorArrayGradV3 = 'TensorArrayGradV3'
    TensorArrayGradWithShape = 'TensorArrayGradWithShape'
    TensorArrayPack = 'TensorArrayPack'
    TensorArrayRead = 'TensorArrayRead'
    TensorArrayReadV2 = 'TensorArrayReadV2'
    TensorArrayReadV3 = 'TensorArrayReadV3'
    TensorArrayScatter = 'TensorArrayScatter'
    TensorArrayScatterV2 = 'TensorArrayScatterV2'
    TensorArrayScatterV3 = 'TensorArrayScatterV3'
    TensorArraySize = 'TensorArraySize'
    TensorArraySizeV2 = 'TensorArraySizeV2'
    TensorArraySizeV3 = 'TensorArraySizeV3'
    TensorArraySplit = 'TensorArraySplit'
    TensorArraySplitV2 = 'TensorArraySplitV2'
    TensorArraySplitV3 = 'TensorArraySplitV3'
    TensorArrayUnpack = 'TensorArrayUnpack'
    TensorArrayV2 = 'TensorArrayV2'
    TensorArrayV3 = 'TensorArrayV3'
    TensorArrayWrite = 'TensorArrayWrite'
    TensorArrayWriteV2 = 'TensorArrayWriteV2'
    TensorArrayWriteV3 = 'TensorArrayWriteV3'
    TensorDataset = 'TensorDataset'
    TensorListConcat = 'TensorListConcat'
    TensorListConcatLists = 'TensorListConcatLists'
    TensorListConcatV2 = 'TensorListConcatV2'
    TensorListElementShape = 'TensorListElementShape'
    TensorListFromTensor = 'TensorListFromTensor'
    TensorListGather = 'TensorListGather'
    TensorListGetItem = 'TensorListGetItem'
    TensorListLength = 'TensorListLength'
    TensorListPopBack = 'TensorListPopBack'
    TensorListPushBack = 'TensorListPushBack'
    TensorListPushBackBatch = 'TensorListPushBackBatch'
    TensorListReserve = 'TensorListReserve'
    TensorListResize = 'TensorListResize'
    TensorListScatter = 'TensorListScatter'
    TensorListScatterIntoExistingList = 'TensorListScatterIntoExistingList'
    TensorListScatterV2 = 'TensorListScatterV2'
    TensorListSetItem = 'TensorListSetItem'
    TensorListSplit = 'TensorListSplit'
    TensorListStack = 'TensorListStack'
    TensorMapErase = 'TensorMapErase'
    TensorMapHasKey = 'TensorMapHasKey'
    TensorMapInsert = 'TensorMapInsert'
    TensorMapLookup = 'TensorMapLookup'
    TensorMapSize = 'TensorMapSize'
    TensorMapStackKeys = 'TensorMapStackKeys'
    TensorScatterAdd = 'TensorScatterAdd'
    TensorScatterMax = 'TensorScatterMax'
    TensorScatterMin = 'TensorScatterMin'
    TensorScatterSub = 'TensorScatterSub'
    TensorScatterUpdate = 'TensorScatterUpdate'
    TensorSliceDataset = 'TensorSliceDataset'
    TensorStridedSliceUpdate = 'TensorStridedSliceUpdate'
    TensorSummary = 'TensorSummary'
    TensorSummaryV2 = 'TensorSummaryV2'
    TextLineDataset = 'TextLineDataset'
    TextLineReader = 'TextLineReader'
    TextLineReaderV2 = 'TextLineReaderV2'
    ThreadPoolDataset = 'ThreadPoolDataset'
    ThreadPoolHandle = 'ThreadPoolHandle'
    ThreadUnsafeUnigramCandidateSampler = 'ThreadUnsafeUnigramCandidateSampler'
    Tile = 'Tile'
    TileGrad = 'TileGrad'
    Timestamp = 'Timestamp'
    ToBool = 'ToBool'
    TopK = 'TopK'
    TopKUnique = 'TopKUnique'
    TopKV2 = 'TopKV2'
    TopKWithUnique = 'TopKWithUnique'
    TpuHandleToProtoKey = 'TpuHandleToProtoKey'
    Transpose = 'Transpose'
    TridiagonalMatMul = 'TridiagonalMatMul'
    TridiagonalSolve = 'TridiagonalSolve'
    TruncateDiv = 'TruncateDiv'
    TruncateMod = 'TruncateMod'
    TruncatedNormal = 'TruncatedNormal'
    Unbatch = 'Unbatch'
    UnbatchDataset = 'UnbatchDataset'
    UnbatchGrad = 'UnbatchGrad'
    UncompressElement = 'UncompressElement'
    UnicodeDecode = 'UnicodeDecode'
    UnicodeDecodeWithOffsets = 'UnicodeDecodeWithOffsets'
    UnicodeEncode = 'UnicodeEncode'
    UnicodeScript = 'UnicodeScript'
    UnicodeTranscode = 'UnicodeTranscode'
    UniformCandidateSampler = 'UniformCandidateSampler'
    UniformDequantize = 'UniformDequantize'
    UniformQuantize = 'UniformQuantize'
    UniformQuantizedAdd = 'UniformQuantizedAdd'
    UniformQuantizedClipByValue = 'UniformQuantizedClipByValue'
    UniformQuantizedConvolution = 'UniformQuantizedConvolution'
    UniformQuantizedConvolutionHybrid = 'UniformQuantizedConvolutionHybrid'
    UniformQuantizedDot = 'UniformQuantizedDot'
    UniformQuantizedDotHybrid = 'UniformQuantizedDotHybrid'
    UniformRequantize = 'UniformRequantize'
    Unique = 'Unique'
    UniqueDataset = 'UniqueDataset'
    UniqueV2 = 'UniqueV2'
    UniqueWithCounts = 'UniqueWithCounts'
    UniqueWithCountsV2 = 'UniqueWithCountsV2'
    Unpack = 'Unpack'
    UnravelIndex = 'UnravelIndex'
    UnsortedSegmentJoin = 'UnsortedSegmentJoin'
    UnsortedSegmentMax = 'UnsortedSegmentMax'
    UnsortedSegmentMin = 'UnsortedSegmentMin'
    UnsortedSegmentProd = 'UnsortedSegmentProd'
    UnsortedSegmentSum = 'UnsortedSegmentSum'
    Unstage = 'Unstage'
    UnwrapDatasetVariant = 'UnwrapDatasetVariant'
    UpperBound = 'UpperBound'
    VarHandleOp = 'VarHandleOp'
    VarIsInitializedOp = 'VarIsInitializedOp'
    Variable = 'Variable'
    VariableShape = 'VariableShape'
    VariableV2 = 'VariableV2'
    Where = 'Where'
    While = 'While'
    WholeFileReader = 'WholeFileReader'
    WholeFileReaderV2 = 'WholeFileReaderV2'
    WindowDataset = 'WindowDataset'
    WindowOp = 'WindowOp'
    WorkerHeartbeat = 'WorkerHeartbeat'
    WrapDatasetVariant = 'WrapDatasetVariant'
    WriteAudioSummary = 'WriteAudioSummary'
    WriteFile = 'WriteFile'
    WriteGraphSummary = 'WriteGraphSummary'
    WriteHistogramSummary = 'WriteHistogramSummary'
    WriteImageSummary = 'WriteImageSummary'
    WriteRawProtoSummary = 'WriteRawProtoSummary'
    WriteScalarSummary = 'WriteScalarSummary'
    WriteSummary = 'WriteSummary'
    Xdivy = 'Xdivy'
    XlaConcatND = 'XlaConcatND'
    XlaHostCompute = 'XlaHostCompute'
    XlaRecvFromHost = 'XlaRecvFromHost'
    XlaRecvTPUEmbeddingActivations = 'XlaRecvTPUEmbeddingActivations'
    XlaRecvTPUEmbeddingDeduplicationData = 'XlaRecvTPUEmbeddingDeduplicationData'
    XlaSendTPUEmbeddingGradients = 'XlaSendTPUEmbeddingGradients'
    XlaSendToHost = 'XlaSendToHost'
    XlaSplitND = 'XlaSplitND'
    Xlog1py = 'Xlog1py'
    Xlogy = 'Xlogy'
    ZerosLike = 'ZerosLike'
    Zeta = 'Zeta'
    ZipDataset = 'ZipDataset'